Add Base label name (meaning of the Label)

daiso.py

@@ -1465,6 +1465,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
         # df['Dialogue_Act_ISO'] = df['Dialogue_Act_ISO'].apply(lambda x: "OOD" if pd.isna(x) else x)
         df['Dialogue_Act'] = df['Dialogue_Act'].apply(lambda x: "OOD" if x is None or x == 'None' or pd.isna(x) else x)
         df['Dialogue_Act_ISO'] = df['Dialogue_Act_ISO'].apply(lambda x: "OOD" if x is None or x == 'None' or pd.isna(x) else x)
+        df['Dialogue_Act_Base'] = df['Dialogue_Act'].apply(lambda x: self.config.label_classes.get(x, {}).get("base", "OOD"))
 
         rows = df.to_dict(orient="records")
 
@@ -1476,6 +1477,7 @@ class DAISO(datasets.GeneratorBasedBuilder):
                 label = example["Dialogue_Act"]
                 example["Label"] = label
                 example["Label_ISO"] = self.config.label_classes.get(label,{}).get("ISO","OOD")
+                example["Label_Base"] = self.config.label_classes.get(label,{}).get("base","OOD")
 
             if "Speaker" in example:
                 speaker = example["Speaker"]